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Marble Cognition's pitch is that the bottleneck for enterprise AI agents is no longer the agents themselves but the operational context they lack. Its desktop tool would observe employees' real workflows to map them for automation. The $3.75M pre-seed round is early-stage, and the claims about capturing undocumented processes are untested here. The useful question for readers is whether observation-based workflow capture delivers measurable automation gains beyond what existing process-mining and agent tools provide.

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Marble Cognition raises $3.75M for its AI agent workers that watch and learn how people work

SiliconANGLENovember 2, 20265 min read

Artificial intelligence agents have become two a penny in the enterprise today, but just because they’re rapidly being commoditized does not mean organizations know how best to use them. That’s the challenge a startup called Marble Cognition is trying to solve after raising $3.75 million in pre-seed funding to coincide with its launch today. The […] The post Marble Cognition raises $3.75M for its AI agent workers that watch and learn how people work appeared first on SiliconANGLE.

Marble Cognition raises $3.75M for its AI agent workers that watch and learn how people work Artificial intelligence agents have become two a penny in the enterprise today, but just because they’re rapidly being commoditized does not mean organizations know how best to use them. That’s the challenge a startup called Marble Cognition is trying to solve after raising $3.75 million in pre-seed funding to coincide with its launch today. The round was led by Heartcore and Seedcamp, and saw participation from angel investors that…

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